Concept
Wikidata
Publications associées (7)
Building a Knowledge Graph of Chinese Kung Fu Masters From Heterogeneous Bilingual Data
Various endeavours into semantic web technologies and ontology engineering have been made within the organisation of cultural data, facilitating public access to digital assets. Although models for conceptualising objects have reached a certain level of ma ...
2023Crosslingual Topic Modeling with WikiPDA
We present Wikipedia-based Polyglot Dirichlet Allocation (WikiPDA), a crosslingual topic model that learns to represent Wikipedia articles written in any language as distributions over a common set of language-independent topics. It leverages the fact that ...
ASSOC COMPUTING MACHINERY2021On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs
Karl Aberer, Angeliki Romanou, Panagiotis Smeros
In the era of misinformation and information inflation, the credibility assessment of the produced news is of the essence. However, fact-checking can be challenging considering the limited references presented in the news. This challenge can be transcended ...
ASSOC COMPUTING MACHINERY2021FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents
Jean-Philippe Thiran, Hazim Kemal Ekenel, Guillaume Jaume
We present a new dataset for form understanding in noisy scanned documents (FUNSD) that aims at extracting and structuring the textual content of forms. The dataset comprises 199 real, fully annotated, scanned forms. The documents are noisy and vary widely ...
IEEE2019Automated Taxonomy Induction and its Applications
Machine-readable semantic knowledge in the form of taxonomies (i.e., a collection of is-a edges) has proved to be beneficial in an array of NLP tasks including inference, textual entailment, question answering and information extraction. Such widespread ut ...
EPFL2017Comparing different acoustic modeling techniques for multilingual boosting
Hervé Bourlard, Petr Motlicek, Philip Neil Garner, John David Scott Dines, David Imseng
In this paper, we explore how different acoustic modeling techniques can benefit from data in languages other than the target language. We propose an algorithm to perform decision tree state clustering for the recently proposed Kullback-Leibler divergence ...
Idiap2013Applying Multi- and Cross-Lingual Stochastic Phone Space Transformations to Non-Native Speech Recognition
Hervé Bourlard, Philip Neil Garner, John David Scott Dines, David Imseng
In the context of hybrid HMM/MLP Automatic Speech Recognition (ASR), this paper describes an investigation into a new type of stochastic phone space transformation, which maps "source" phone (or phone HMM state) posterior probabilities (as obtained at the ...
Ieee-Inst Electrical Electronics Engineers Inc2013